Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 5134 |
| Missing cells | 38156 |
| Missing cells (%) | 43.7% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 2.3 MiB |
| Average record size in memory | 473.9 B |
Variable types
| NUM | 12 |
|---|---|
| CAT | 5 |
Reproduction
| Analysis started | 2020-06-09 20:32:15.518738 |
|---|---|
| Analysis finished | 2020-06-09 20:32:35.017316 |
| Duration | 19.5 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
referenceDate has constant value "2020-06-09" | Constant |
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
regionId has a high cardinality: 5132 distinct values | High cardinality |
label has a high cardinality: 5132 distinct values | High cardinality |
lastUpdatedDate has a high cardinality: 77 distinct values | High cardinality |
dataSource has a high cardinality: 158 distinct values | High cardinality |
totalConfirmedCases is highly correlated with totalDeaths and 7 other fields | High correlation |
totalDeaths is highly correlated with totalConfirmedCases and 6 other fields | High correlation |
totalRecoveredCases is highly correlated with totalConfirmedCases | High correlation |
numPositiveTests is highly correlated with totalDeaths and 6 other fields | High correlation |
numDeaths is highly correlated with totalDeaths and 6 other fields | High correlation |
numRecoveredCases is highly correlated with totalTestedCases and 1 other fields | High correlation |
totalTestedCases is highly correlated with numRecoveredCases and 1 other fields | High correlation |
diffNumPositiveTests is highly correlated with totalDeaths and 6 other fields | High correlation |
avgWeeklyDeaths is highly correlated with totalDeaths and 6 other fields | High correlation |
avgWeeklyConfirmedCases is highly correlated with totalDeaths and 6 other fields | High correlation |
avgWeeklyRecoveredCases is highly correlated with totalDeaths and 9 other fields | High correlation |
diffNumDeaths is highly correlated with avgWeeklyRecoveredCases | High correlation |
lastUpdatedDate has 1809 (35.2%) missing values | Missing |
totalDeaths has 1899 (37.0%) missing values | Missing |
totalRecoveredCases has 4040 (78.7%) missing values | Missing |
totalTestedCases has 3301 (64.3%) missing values | Missing |
numPositiveTests has 3535 (68.9%) missing values | Missing |
numDeaths has 4551 (88.6%) missing values | Missing |
numRecoveredCases has 4881 (95.1%) missing values | Missing |
diffNumPositiveTests has 3514 (68.4%) missing values | Missing |
diffNumDeaths has 4549 (88.6%) missing values | Missing |
avgWeeklyDeaths has 1948 (37.9%) missing values | Missing |
avgWeeklyRecoveredCases has 4057 (79.0%) missing values | Missing |
totalDeaths is highly skewed (γ1 = 48.68424864) | Skewed |
totalConfirmedCases is highly skewed (γ1 = 62.5309263) | Skewed |
totalTestedCases is highly skewed (γ1 = 31.76561006) | Skewed |
numPositiveTests is highly skewed (γ1 = 35.95050739) | Skewed |
numDeaths is highly skewed (γ1 = 20.97331424) | Skewed |
diffNumPositiveTests is highly skewed (γ1 = -38.29243544) | Skewed |
avgWeeklyDeaths is highly skewed (γ1 = 48.28546627) | Skewed |
avgWeeklyConfirmedCases is highly skewed (γ1 = 62.85280488) | Skewed |
avgWeeklyRecoveredCases is highly skewed (γ1 = 31.09397052) | Skewed |
regionId is uniformly distributed | Uniform |
label is uniformly distributed | Uniform |
totalDeaths has 989 (19.3%) zeros | Zeros |
totalConfirmedCases has 109 (2.1%) zeros | Zeros |
totalRecoveredCases has 53 (1.0%) zeros | Zeros |
numPositiveTests has 1296 (25.2%) zeros | Zeros |
numDeaths has 419 (8.2%) zeros | Zeros |
numRecoveredCases has 86 (1.7%) zeros | Zeros |
diffNumPositiveTests has 855 (16.7%) zeros | Zeros |
diffNumDeaths has 425 (8.3%) zeros | Zeros |
avgWeeklyDeaths has 2121 (41.3%) zeros | Zeros |
avgWeeklyConfirmedCases has 1169 (22.8%) zeros | Zeros |
avgWeeklyRecoveredCases has 306 (6.0%) zeros | Zeros |
| Distinct count | 5132 |
|---|---|
| Unique (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 40.2 KiB |
| North_Macedonia | 2 |
|---|---|
| O%27Higgins_Region | 2 |
| Liberty_County,_Georgia | 1 |
| Saxony-Anhalt | 1 |
| Canton_of_Fribourg | 1 |
| Other values (5127) |
| Value | Count | Frequency (%) | |
| North_Macedonia | 2 | < 0.1% | |
| O%27Higgins_Region | 2 | < 0.1% | |
| Liberty_County,_Georgia | 1 | < 0.1% | |
| Saxony-Anhalt | 1 | < 0.1% | |
| Canton_of_Fribourg | 1 | < 0.1% | |
| 29436,_Cross,_South_Carolina,_South_Carolina | 1 | < 0.1% | |
| 60008,_Rolling_Meadows,_Illinois,_Illinois | 1 | < 0.1% | |
| Madhya_Pradesh | 1 | < 0.1% | |
| McPherson_County,_South_Dakota | 1 | < 0.1% | |
| Gardner,_Massachusetts | 1 | < 0.1% | |
| New_Marlborough,_Massachusetts | 1 | < 0.1% | |
| St._Lawrence_County,_New_York | 1 | < 0.1% | |
| Gratiot_County,_Michigan | 1 | < 0.1% | |
| Pskov_Oblast | 1 | < 0.1% | |
| 60564,_Naperville,_Illinois,_Illinois | 1 | < 0.1% | |
| Dornbirn_District | 1 | < 0.1% | |
| Isle_of_Wight_County,_Virginia | 1 | < 0.1% | |
| Henry_County,_Indiana | 1 | < 0.1% | |
| Blackford_County,_Indiana | 1 | < 0.1% | |
| Ben_Hill_County,_Georgia | 1 | < 0.1% | |
| Rio_Grande_do_Sul | 1 | < 0.1% | |
| 29530,_Coward,_South_Carolina,_South_Carolina | 1 | < 0.1% | |
| Haralson_County,_Georgia | 1 | < 0.1% | |
| Newport_Beach,_California | 1 | < 0.1% | |
| Montcalm_County,_Michigan | 1 | < 0.1% | |
| Other values (5107) | 5107 | 99.5% |
Length
| Max length | 61 |
|---|---|
| Median length | 24 |
| Mean length | 24.6986755 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| _ | 11150 | 8.8% | |
| o | 10457 | 8.2% | |
| n | 9943 | 7.8% | |
| a | 9807 | 7.7% | |
| i | 7944 | 6.3% | |
| t | 7123 | 5.6% | |
| s | 6205 | 4.9% | |
| , | 5891 | 4.6% | |
| e | 5745 | 4.5% | |
| l | 5732 | 4.5% | |
| u | 5369 | 4.2% | |
| r | 5080 | 4.0% | |
| C | 4692 | 3.7% | |
| y | 3644 | 2.9% | |
| h | 2812 | 2.2% | |
| c | 1615 | 1.3% | |
| d | 1461 | 1.2% | |
| S | 1365 | 1.1% | |
| g | 1360 | 1.1% | |
| I | 1331 | 1.0% | |
| M | 1330 | 1.0% | |
| k | 1119 | 0.9% | |
| m | 866 | 0.7% | |
| 6 | 757 | 0.6% | |
| 2 | 704 | 0.6% | |
| Other values (44) | 13301 | 10.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 89583 | 70.6% | |
| Uppercase Letter | 15609 | 12.3% | |
| Connector Punctuation | 11150 | 8.8% | |
| Other Punctuation | 6107 | 4.8% | |
| Decimal Number | 4249 | 3.4% | |
| Dash Punctuation | 59 | < 0.1% | |
| Open Punctuation | 23 | < 0.1% | |
| Close Punctuation | 23 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 6 | 757 | 17.8% | |
| 2 | 704 | 16.6% | |
| 0 | 667 | 15.7% | |
| 9 | 510 | 12.0% | |
| 1 | 400 | 9.4% | |
| 4 | 313 | 7.4% | |
| 5 | 286 | 6.7% | |
| 3 | 255 | 6.0% | |
| 8 | 183 | 4.3% | |
| 7 | 174 | 4.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 5891 | 96.5% | |
| % | 173 | 2.8% | |
| . | 43 | 0.7% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 11150 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 4692 | 30.1% | |
| S | 1365 | 8.7% | |
| I | 1331 | 8.5% | |
| M | 1330 | 8.5% | |
| P | 573 | 3.7% | |
| N | 568 | 3.6% | |
| W | 546 | 3.5% | |
| T | 536 | 3.4% | |
| A | 534 | 3.4% | |
| B | 481 | 3.1% | |
| G | 431 | 2.8% | |
| L | 427 | 2.7% | |
| D | 378 | 2.4% | |
| K | 359 | 2.3% | |
| H | 345 | 2.2% | |
| O | 318 | 2.0% | |
| V | 317 | 2.0% | |
| R | 311 | 2.0% | |
| F | 256 | 1.6% | |
| J | 160 | 1.0% | |
| E | 158 | 1.0% | |
| Y | 96 | 0.6% | |
| U | 68 | 0.4% | |
| Z | 14 | 0.1% | |
| Q | 14 | 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 10457 | 11.7% | |
| n | 9943 | 11.1% | |
| a | 9807 | 10.9% | |
| i | 7944 | 8.9% | |
| t | 7123 | 8.0% | |
| s | 6205 | 6.9% | |
| e | 5745 | 6.4% | |
| l | 5732 | 6.4% | |
| u | 5369 | 6.0% | |
| r | 5080 | 5.7% | |
| y | 3644 | 4.1% | |
| h | 2812 | 3.1% | |
| c | 1615 | 1.8% | |
| d | 1461 | 1.6% | |
| g | 1360 | 1.5% | |
| k | 1119 | 1.2% | |
| m | 866 | 1.0% | |
| b | 675 | 0.8% | |
| w | 651 | 0.7% | |
| f | 537 | 0.6% | |
| p | 490 | 0.5% | |
| v | 457 | 0.5% | |
| x | 350 | 0.4% | |
| z | 96 | 0.1% | |
| q | 29 | < 0.1% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 23 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 23 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 59 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 105192 | 83.0% | |
| Common | 21611 | 17.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| _ | 11150 | 51.6% | |
| , | 5891 | 27.3% | |
| 6 | 757 | 3.5% | |
| 2 | 704 | 3.3% | |
| 0 | 667 | 3.1% | |
| 9 | 510 | 2.4% | |
| 1 | 400 | 1.9% | |
| 4 | 313 | 1.4% | |
| 5 | 286 | 1.3% | |
| 3 | 255 | 1.2% | |
| 8 | 183 | 0.8% | |
| 7 | 174 | 0.8% | |
| % | 173 | 0.8% | |
| - | 59 | 0.3% | |
| . | 43 | 0.2% | |
| ( | 23 | 0.1% | |
| ) | 23 | 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 10457 | 9.9% | |
| n | 9943 | 9.5% | |
| a | 9807 | 9.3% | |
| i | 7944 | 7.6% | |
| t | 7123 | 6.8% | |
| s | 6205 | 5.9% | |
| e | 5745 | 5.5% | |
| l | 5732 | 5.4% | |
| u | 5369 | 5.1% | |
| r | 5080 | 4.8% | |
| C | 4692 | 4.5% | |
| y | 3644 | 3.5% | |
| h | 2812 | 2.7% | |
| c | 1615 | 1.5% | |
| d | 1461 | 1.4% | |
| S | 1365 | 1.3% | |
| g | 1360 | 1.3% | |
| I | 1331 | 1.3% | |
| M | 1330 | 1.3% | |
| k | 1119 | 1.1% | |
| m | 866 | 0.8% | |
| b | 675 | 0.6% | |
| w | 651 | 0.6% | |
| P | 573 | 0.5% | |
| N | 568 | 0.5% | |
| Other values (27) | 7725 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 126803 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| _ | 11150 | 8.8% | |
| o | 10457 | 8.2% | |
| n | 9943 | 7.8% | |
| a | 9807 | 7.7% | |
| i | 7944 | 6.3% | |
| t | 7123 | 5.6% | |
| s | 6205 | 4.9% | |
| , | 5891 | 4.6% | |
| e | 5745 | 4.5% | |
| l | 5732 | 4.5% | |
| u | 5369 | 4.2% | |
| r | 5080 | 4.0% | |
| C | 4692 | 3.7% | |
| y | 3644 | 2.9% | |
| h | 2812 | 2.2% | |
| c | 1615 | 1.3% | |
| d | 1461 | 1.2% | |
| S | 1365 | 1.1% | |
| g | 1360 | 1.1% | |
| I | 1331 | 1.0% | |
| M | 1330 | 1.0% | |
| k | 1119 | 0.9% | |
| m | 866 | 0.7% | |
| 6 | 757 | 0.6% | |
| 2 | 704 | 0.6% | |
| Other values (44) | 13301 | 10.5% |
| Distinct count | 5132 |
|---|---|
| Unique (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 40.2 KiB |
| Republic of Macedonia | 2 |
|---|---|
| O'Higgins Region | 2 |
| Franklin County, Pennsylvania | 1 |
| Ray County, Missouri | 1 |
| Johnson County, Arkansas | 1 |
| Other values (5127) |
| Value | Count | Frequency (%) | |
| Republic of Macedonia | 2 | < 0.1% | |
| O'Higgins Region | 2 | < 0.1% | |
| Franklin County, Pennsylvania | 1 | < 0.1% | |
| Ray County, Missouri | 1 | < 0.1% | |
| Johnson County, Arkansas | 1 | < 0.1% | |
| Eastham, Massachusetts | 1 | < 0.1% | |
| Alachua County, Florida | 1 | < 0.1% | |
| 61455, Macomb, Illinois, Illinois | 1 | < 0.1% | |
| Chattooga County, Georgia | 1 | < 0.1% | |
| 62232, Caseyville, Illinois, Illinois | 1 | < 0.1% | |
| Charleston County, South Carolina | 1 | < 0.1% | |
| Andrews County, Texas | 1 | < 0.1% | |
| Barber County, Kansas | 1 | < 0.1% | |
| Hanover, Massachusetts | 1 | < 0.1% | |
| Brazos County, Texas | 1 | < 0.1% | |
| 29472, Ridgeville, South Carolina, South Carolina | 1 | < 0.1% | |
| Grayson County, Virginia | 1 | < 0.1% | |
| Lawrence County, Pennsylvania | 1 | < 0.1% | |
| Henderson County, Illinois | 1 | < 0.1% | |
| Rusk County, Texas | 1 | < 0.1% | |
| Grand Isle County, Vermont | 1 | < 0.1% | |
| Niobrara County, Wyoming | 1 | < 0.1% | |
| Townsend, Massachusetts | 1 | < 0.1% | |
| 29180, Winnsboro, South Carolina, South Carolina | 1 | < 0.1% | |
| Venango County, Pennsylvania | 1 | < 0.1% | |
| Other values (5107) | 5107 | 99.5% |
Length
| Max length | 61 |
|---|---|
| Median length | 24 |
| Mean length | 24.61492014 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 11149 | 8.8% | ||
| o | 10457 | 8.3% | |
| n | 9943 | 7.9% | |
| a | 9806 | 7.8% | |
| i | 7945 | 6.3% | |
| t | 7116 | 5.6% | |
| s | 6202 | 4.9% | |
| , | 5891 | 4.7% | |
| e | 5745 | 4.5% | |
| l | 5735 | 4.5% | |
| u | 5372 | 4.3% | |
| r | 5078 | 4.0% | |
| C | 4631 | 3.7% | |
| y | 3644 | 2.9% | |
| h | 2810 | 2.2% | |
| c | 1618 | 1.3% | |
| d | 1462 | 1.2% | |
| S | 1365 | 1.1% | |
| g | 1360 | 1.1% | |
| I | 1331 | 1.1% | |
| M | 1330 | 1.1% | |
| k | 1119 | 0.9% | |
| m | 866 | 0.7% | |
| 6 | 752 | 0.6% | |
| 2 | 688 | 0.5% | |
| Other values (75) | 12958 | 10.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 89652 | 70.9% | |
| Uppercase Letter | 15425 | 12.2% | |
| Space Separator | 11149 | 8.8% | |
| Other Punctuation | 5945 | 4.7% | |
| Decimal Number | 4099 | 3.2% | |
| Dash Punctuation | 61 | < 0.1% | |
| Open Punctuation | 21 | < 0.1% | |
| Close Punctuation | 21 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 6 | 752 | 18.3% | |
| 2 | 688 | 16.8% | |
| 0 | 656 | 16.0% | |
| 9 | 494 | 12.1% | |
| 1 | 375 | 9.1% | |
| 4 | 307 | 7.5% | |
| 5 | 286 | 7.0% | |
| 3 | 199 | 4.9% | |
| 8 | 178 | 4.3% | |
| 7 | 164 | 4.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 5891 | 99.1% | |
| . | 41 | 0.7% | |
| ' | 8 | 0.1% | |
| % | 5 | 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 11149 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 4631 | 30.0% | |
| S | 1365 | 8.8% | |
| I | 1331 | 8.6% | |
| M | 1330 | 8.6% | |
| P | 573 | 3.7% | |
| N | 566 | 3.7% | |
| W | 546 | 3.5% | |
| T | 536 | 3.5% | |
| A | 468 | 3.0% | |
| B | 449 | 2.9% | |
| G | 431 | 2.8% | |
| L | 427 | 2.8% | |
| D | 372 | 2.4% | |
| K | 359 | 2.3% | |
| H | 345 | 2.2% | |
| O | 318 | 2.1% | |
| V | 317 | 2.1% | |
| R | 313 | 2.0% | |
| F | 252 | 1.6% | |
| J | 160 | 1.0% | |
| E | 140 | 0.9% | |
| Y | 96 | 0.6% | |
| U | 67 | 0.4% | |
| Z | 14 | 0.1% | |
| Q | 14 | 0.1% | |
| Other values (4) | 5 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 10457 | 11.7% | |
| n | 9943 | 11.1% | |
| a | 9806 | 10.9% | |
| i | 7945 | 8.9% | |
| t | 7116 | 7.9% | |
| s | 6202 | 6.9% | |
| e | 5745 | 6.4% | |
| l | 5735 | 6.4% | |
| u | 5372 | 6.0% | |
| r | 5078 | 5.7% | |
| y | 3644 | 4.1% | |
| h | 2810 | 3.1% | |
| c | 1618 | 1.8% | |
| d | 1462 | 1.6% | |
| g | 1360 | 1.5% | |
| k | 1119 | 1.2% | |
| m | 866 | 1.0% | |
| b | 677 | 0.8% | |
| w | 651 | 0.7% | |
| f | 539 | 0.6% | |
| p | 493 | 0.5% | |
| v | 457 | 0.5% | |
| x | 350 | 0.4% | |
| z | 97 | 0.1% | |
| q | 29 | < 0.1% | |
| Other values (27) | 81 | 0.1% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 21 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 21 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 59 | 96.7% | |
| – | 2 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 105077 | 83.1% | |
| Common | 21296 | 16.9% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 11149 | 52.4% | ||
| , | 5891 | 27.7% | |
| 6 | 752 | 3.5% | |
| 2 | 688 | 3.2% | |
| 0 | 656 | 3.1% | |
| 9 | 494 | 2.3% | |
| 1 | 375 | 1.8% | |
| 4 | 307 | 1.4% | |
| 5 | 286 | 1.3% | |
| 3 | 199 | 0.9% | |
| 8 | 178 | 0.8% | |
| 7 | 164 | 0.8% | |
| - | 59 | 0.3% | |
| . | 41 | 0.2% | |
| ( | 21 | 0.1% | |
| ) | 21 | 0.1% | |
| ' | 8 | < 0.1% | |
| % | 5 | < 0.1% | |
| – | 2 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 10457 | 10.0% | |
| n | 9943 | 9.5% | |
| a | 9806 | 9.3% | |
| i | 7945 | 7.6% | |
| t | 7116 | 6.8% | |
| s | 6202 | 5.9% | |
| e | 5745 | 5.5% | |
| l | 5735 | 5.5% | |
| u | 5372 | 5.1% | |
| r | 5078 | 4.8% | |
| C | 4631 | 4.4% | |
| y | 3644 | 3.5% | |
| h | 2810 | 2.7% | |
| c | 1618 | 1.5% | |
| d | 1462 | 1.4% | |
| S | 1365 | 1.3% | |
| g | 1360 | 1.3% | |
| I | 1331 | 1.3% | |
| M | 1330 | 1.3% | |
| k | 1119 | 1.1% | |
| m | 866 | 0.8% | |
| b | 677 | 0.6% | |
| w | 651 | 0.6% | |
| P | 573 | 0.5% | |
| N | 566 | 0.5% | |
| Other values (56) | 7675 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 126302 | 99.9% | |
| None | 55 | < 0.1% | |
| Latin Ext Additional | 14 | < 0.1% | |
| Punctuation | 2 | < 0.1% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 11149 | 8.8% | ||
| o | 10457 | 8.3% | |
| n | 9943 | 7.9% | |
| a | 9806 | 7.8% | |
| i | 7945 | 6.3% | |
| t | 7116 | 5.6% | |
| s | 6202 | 4.9% | |
| , | 5891 | 4.7% | |
| e | 5745 | 4.5% | |
| l | 5735 | 4.5% | |
| u | 5372 | 4.3% | |
| r | 5078 | 4.0% | |
| C | 4631 | 3.7% | |
| y | 3644 | 2.9% | |
| h | 2810 | 2.2% | |
| c | 1618 | 1.3% | |
| d | 1462 | 1.2% | |
| S | 1365 | 1.1% | |
| g | 1360 | 1.1% | |
| I | 1331 | 1.1% | |
| M | 1330 | 1.1% | |
| k | 1119 | 0.9% | |
| m | 866 | 0.7% | |
| 6 | 752 | 0.6% | |
| 2 | 688 | 0.5% | |
| Other values (45) | 12887 | 10.2% |
Most frequent None characters
| Value | Count | Frequency (%) | |
| é | 7 | 12.7% | |
| â | 5 | 9.1% | |
| á | 5 | 9.1% | |
| à | 5 | 9.1% | |
| í | 4 | 7.3% | |
| ê | 4 | 7.3% | |
| ì | 3 | 5.5% | |
| ô | 2 | 3.6% | |
| ü | 2 | 3.6% | |
| ơ | 2 | 3.6% | |
| ñ | 2 | 3.6% | |
| Đ | 2 | 3.6% | |
| è | 2 | 3.6% | |
| ĩ | 2 | 3.6% | |
| ư | 2 | 3.6% | |
| ö | 1 | 1.8% | |
| Î | 1 | 1.8% | |
| ò | 1 | 1.8% | |
| Ñ | 1 | 1.8% | |
| ó | 1 | 1.8% | |
| ú | 1 | 1.8% |
Most frequent Latin Ext Additional characters
| Value | Count | Frequency (%) | |
| ả | 3 | 21.4% | |
| ắ | 2 | 14.3% | |
| ế | 2 | 14.3% | |
| ậ | 2 | 14.3% | |
| ồ | 2 | 14.3% | |
| ạ | 1 | 7.1% | |
| ầ | 1 | 7.1% | |
| ừ | 1 | 7.1% |
Most frequent Punctuation characters
| Value | Count | Frequency (%) | |
| – | 2 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 40.2 KiB |
| 2020-06-09 |
|---|
| Value | Count | Frequency (%) | |
| 2020-06-09 | 5134 | 100.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 20536 | 40.0% | |
| 2 | 10268 | 20.0% | |
| - | 10268 | 20.0% | |
| 6 | 5134 | 10.0% | |
| 9 | 5134 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 41072 | 80.0% | |
| Dash Punctuation | 10268 | 20.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 20536 | 50.0% | |
| 2 | 10268 | 25.0% | |
| 6 | 5134 | 12.5% | |
| 9 | 5134 | 12.5% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 10268 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 51340 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 20536 | 40.0% | |
| 2 | 10268 | 20.0% | |
| - | 10268 | 20.0% | |
| 6 | 5134 | 10.0% | |
| 9 | 5134 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 51340 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 20536 | 40.0% | |
| 2 | 10268 | 20.0% | |
| - | 10268 | 20.0% | |
| 6 | 5134 | 10.0% | |
| 9 | 5134 | 10.0% |
| Distinct count | 77 |
|---|---|
| Unique (%) | 2.3% |
| Missing | 1809 |
| Missing (%) | 35.2% |
| Memory size | 40.2 KiB |
| 2020-06-09T05:00:00.000Z | |
|---|---|
| 2020-06-08T20:00:00.000Z | |
| 2020-06-09T04:00:00.000Z | |
| 2020-06-08T16:00:00.000Z | 213 |
| 2020-06-08T23:00:00.000Z | 207 |
| Other values (72) |
| Value | Count | Frequency (%) | |
| 2020-06-09T05:00:00.000Z | 462 | 9.0% | |
| 2020-06-08T20:00:00.000Z | 423 | 8.2% | |
| 2020-06-09T04:00:00.000Z | 357 | 7.0% | |
| 2020-06-08T16:00:00.000Z | 213 | 4.1% | |
| 2020-06-08T23:00:00.000Z | 207 | 4.0% | |
| 2020-06-08T19:00:04.000Z | 160 | 3.1% | |
| 2020-06-09T13:00:00.000Z | 144 | 2.8% | |
| 2020-06-08T00:00:00.000Z | 132 | 2.6% | |
| 2020-06-09T11:41:20.000Z | 114 | 2.2% | |
| 2020-06-08T17:00:00.000Z | 107 | 2.1% | |
| 2020-06-08T18:00:00.000Z | 106 | 2.1% | |
| 2020-06-08T19:00:00.000Z | 104 | 2.0% | |
| 2020-06-08T03:00:00.000Z | 88 | 1.7% | |
| 2020-06-09T07:35:00.000Z | 82 | 1.6% | |
| 2020-06-09T16:00:00.000Z | 80 | 1.6% | |
| 2020-06-09T06:00:00.000Z | 73 | 1.4% | |
| 2020-06-08T07:00:00.000Z | 40 | 0.8% | |
| 2020-06-08T14:00:00.000Z | 38 | 0.7% | |
| 2020-06-08T19:01:00.000Z | 37 | 0.7% | |
| 2020-06-09T08:00:00.000Z | 34 | 0.7% | |
| 2020-06-09T00:00:00.000Z | 33 | 0.6% | |
| 2020-06-08T22:00:00.000Z | 32 | 0.6% | |
| 2020-06-09T15:00:00.000Z | 29 | 0.6% | |
| 2020-06-09T14:00:00.000Z | 25 | 0.5% | |
| 2020-06-08T21:00:00.000Z | 24 | 0.5% | |
| Other values (52) | 181 | 3.5% | |
| (Missing) | 1809 | 35.2% |
Length
| Max length | 24 |
|---|---|
| Median length | 24 |
| Mean length | 16.55414881 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 37630 | 44.3% | |
| 2 | 7525 | 8.9% | |
| - | 6650 | 7.8% | |
| : | 6616 | 7.8% | |
| 6 | 3716 | 4.4% | |
| n | 3618 | 4.3% | |
| T | 3308 | 3.9% | |
| . | 3308 | 3.9% | |
| Z | 3308 | 3.9% | |
| 8 | 1909 | 2.2% | |
| 9 | 1881 | 2.2% | |
| a | 1809 | 2.1% | |
| 1 | 1571 | 1.8% | |
| 4 | 726 | 0.9% | |
| 5 | 601 | 0.7% | |
| 3 | 546 | 0.6% | |
| 7 | 267 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 56372 | 66.3% | |
| Other Punctuation | 9924 | 11.7% | |
| Dash Punctuation | 6650 | 7.8% | |
| Uppercase Letter | 6616 | 7.8% | |
| Lowercase Letter | 5427 | 6.4% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 37630 | 66.8% | |
| 2 | 7525 | 13.3% | |
| 6 | 3716 | 6.6% | |
| 8 | 1909 | 3.4% | |
| 9 | 1881 | 3.3% | |
| 1 | 1571 | 2.8% | |
| 4 | 726 | 1.3% | |
| 5 | 601 | 1.1% | |
| 3 | 546 | 1.0% | |
| 7 | 267 | 0.5% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 6650 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| T | 3308 | 50.0% | |
| Z | 3308 | 50.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| : | 6616 | 66.7% | |
| . | 3308 | 33.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 3618 | 66.7% | |
| a | 1809 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 72946 | 85.8% | |
| Latin | 12043 | 14.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 37630 | 51.6% | |
| 2 | 7525 | 10.3% | |
| - | 6650 | 9.1% | |
| : | 6616 | 9.1% | |
| 6 | 3716 | 5.1% | |
| . | 3308 | 4.5% | |
| 8 | 1909 | 2.6% | |
| 9 | 1881 | 2.6% | |
| 1 | 1571 | 2.2% | |
| 4 | 726 | 1.0% | |
| 5 | 601 | 0.8% | |
| 3 | 546 | 0.7% | |
| 7 | 267 | 0.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 3618 | 30.0% | |
| T | 3308 | 27.5% | |
| Z | 3308 | 27.5% | |
| a | 1809 | 15.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 84989 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 37630 | 44.3% | |
| 2 | 7525 | 8.9% | |
| - | 6650 | 7.8% | |
| : | 6616 | 7.8% | |
| 6 | 3716 | 4.4% | |
| n | 3618 | 4.3% | |
| T | 3308 | 3.9% | |
| . | 3308 | 3.9% | |
| Z | 3308 | 3.9% | |
| 8 | 1909 | 2.2% | |
| 9 | 1881 | 2.2% | |
| a | 1809 | 2.1% | |
| 1 | 1571 | 1.8% | |
| 4 | 726 | 0.9% | |
| 5 | 601 | 0.7% | |
| 3 | 546 | 0.6% | |
| 7 | 267 | 0.3% |
| Distinct count | 388 |
|---|---|
| Unique (%) | 12.0% |
| Missing | 1899 |
| Missing (%) | 37.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 353.65935085007726 |
|---|---|
| Minimum | 0.0 |
| Maximum | 407403.0 |
| Zeros | 989 |
| Zeros (%) | 19.3% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 19 |
| 95-th percentile | 426.3 |
| Maximum | 407403 |
| Range | 407403 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 7598.978075 |
|---|---|
| Coefficient of variation (CV) | 21.48671612 |
| Kurtosis | 2562.233375 |
| Mean | 353.6593509 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 48.68424864 |
| Sum | 1144088 |
| Variance | 57744467.78 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 989 | 19.3% | |
| 1 | 413 | 8.0% | |
| 2 | 226 | 4.4% | |
| 3 | 137 | 2.7% | |
| 4 | 101 | 2.0% | |
| 5 | 85 | 1.7% | |
| 6 | 63 | 1.2% | |
| 9 | 49 | 1.0% | |
| 8 | 48 | 0.9% | |
| 7 | 45 | 0.9% | |
| 11 | 42 | 0.8% | |
| 10 | 36 | 0.7% | |
| 12 | 34 | 0.7% | |
| 13 | 32 | 0.6% | |
| 17 | 29 | 0.6% | |
| 18 | 28 | 0.5% | |
| 14 | 24 | 0.5% | |
| 15 | 24 | 0.5% | |
| 16 | 20 | 0.4% | |
| 22 | 19 | 0.4% | |
| 20 | 18 | 0.4% | |
| 31 | 18 | 0.4% | |
| 27 | 18 | 0.4% | |
| 23 | 17 | 0.3% | |
| 26 | 17 | 0.3% | |
| Other values (363) | 703 | 13.7% | |
| (Missing) | 1899 | 37.0% |
| Value | Count | Frequency (%) | |
| 0 | 989 | 19.3% | |
| 1 | 413 | 8.0% | |
| 2 | 226 | 4.4% | |
| 3 | 137 | 2.7% | |
| 4 | 101 | 2.0% | |
| 5 | 85 | 1.7% | |
| 6 | 63 | 1.2% | |
| 7 | 45 | 0.9% | |
| 8 | 48 | 0.9% | |
| 9 | 49 | 1.0% |
| Value | Count | Frequency (%) | |
| 407403 | 1 | < 0.1% | |
| 111007 | 1 | < 0.1% | |
| 40883 | 1 | < 0.1% | |
| 37961 | 1 | < 0.1% | |
| 33964 | 1 | < 0.1% | |
| 30239 | 1 | < 0.1% | |
| 29209 | 1 | < 0.1% | |
| 27136 | 1 | < 0.1% | |
| 16302 | 1 | < 0.1% | |
| 15937 | 1 | < 0.1% |
| Distinct count | 1331 |
|---|---|
| Unique (%) | 26.0% |
| Missing | 24 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3980.7665362035227 |
|---|---|
| Minimum | 0.0 |
| Maximum | 7107780.0 |
| Zeros | 109 |
| Zeros (%) | 2.1% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 16 |
| median | 69.5 |
| Q3 | 323.75 |
| 95-th percentile | 4737.2 |
| Maximum | 7107780 |
| Range | 7107780 |
| Interquartile range (IQR) | 307.75 |
Descriptive statistics
| Standard deviation | 104712.3784 |
|---|---|
| Coefficient of variation (CV) | 26.30457663 |
| Kurtosis | 4172.440915 |
| Mean | 3980.766536 |
| Median Absolute Deviation (MAD) | 64.5 |
| Skewness | 62.5309263 |
| Sum | 20341717 |
| Variance | 1.096468219e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 137 | 2.7% | |
| 3 | 132 | 2.6% | |
| 0 | 109 | 2.1% | |
| 5 | 97 | 1.9% | |
| 2 | 96 | 1.9% | |
| 8 | 83 | 1.6% | |
| 6 | 80 | 1.6% | |
| 7 | 80 | 1.6% | |
| 4 | 79 | 1.5% | |
| 13 | 64 | 1.2% | |
| 9 | 62 | 1.2% | |
| 12 | 60 | 1.2% | |
| 19 | 52 | 1.0% | |
| 10 | 52 | 1.0% | |
| 11 | 50 | 1.0% | |
| 14 | 46 | 0.9% | |
| 15 | 46 | 0.9% | |
| 21 | 42 | 0.8% | |
| 18 | 41 | 0.8% | |
| 16 | 40 | 0.8% | |
| 20 | 39 | 0.8% | |
| 17 | 39 | 0.8% | |
| 22 | 36 | 0.7% | |
| 23 | 35 | 0.7% | |
| 39 | 33 | 0.6% | |
| Other values (1306) | 3480 | 67.8% |
| Value | Count | Frequency (%) | |
| 0 | 109 | 2.1% | |
| 1 | 137 | 2.7% | |
| 2 | 96 | 1.9% | |
| 3 | 132 | 2.6% | |
| 4 | 79 | 1.5% | |
| 5 | 97 | 1.9% | |
| 6 | 80 | 1.6% | |
| 7 | 80 | 1.6% | |
| 8 | 83 | 1.6% | |
| 9 | 62 | 1.2% |
| Value | Count | Frequency (%) | |
| 7107780 | 1 | < 0.1% | |
| 1961185 | 1 | < 0.1% | |
| 723066 | 1 | < 0.1% | |
| 485253 | 1 | < 0.1% | |
| 378799 | 1 | < 0.1% | |
| 289140 | 1 | < 0.1% | |
| 266598 | 1 | < 0.1% | |
| 241717 | 1 | < 0.1% | |
| 235278 | 1 | < 0.1% | |
| 207353 | 1 | < 0.1% |
| Distinct count | 462 |
|---|---|
| Unique (%) | 42.2% |
| Missing | 4040 |
| Missing (%) | 78.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2733.0310786106033 |
|---|---|
| Minimum | 0.0 |
| Maximum | 296128.0 |
| Zeros | 53 |
| Zeros (%) | 1.0% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 29 |
| Q3 | 423.25 |
| 95-th percentile | 7992.3 |
| Maximum | 296128 |
| Range | 296128 |
| Interquartile range (IQR) | 417.25 |
Descriptive statistics
| Standard deviation | 16500.23002 |
|---|---|
| Coefficient of variation (CV) | 6.037337135 |
| Kurtosis | 160.4276894 |
| Mean | 2733.031079 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 11.58418918 |
| Sum | 2989936 |
| Variance | 272257590.8 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 70 | 1.4% | |
| 0 | 53 | 1.0% | |
| 2 | 39 | 0.8% | |
| 3 | 38 | 0.7% | |
| 4 | 32 | 0.6% | |
| 5 | 30 | 0.6% | |
| 8 | 25 | 0.5% | |
| 13 | 19 | 0.4% | |
| 7 | 19 | 0.4% | |
| 10 | 16 | 0.3% | |
| 6 | 16 | 0.3% | |
| 16 | 15 | 0.3% | |
| 15 | 15 | 0.3% | |
| 11 | 15 | 0.3% | |
| 17 | 14 | 0.3% | |
| 20 | 12 | 0.2% | |
| 9 | 11 | 0.2% | |
| 12 | 11 | 0.2% | |
| 18 | 11 | 0.2% | |
| 14 | 10 | 0.2% | |
| 23 | 10 | 0.2% | |
| 22 | 9 | 0.2% | |
| 21 | 9 | 0.2% | |
| 27 | 9 | 0.2% | |
| 19 | 9 | 0.2% | |
| Other values (437) | 577 | 11.2% | |
| (Missing) | 4040 | 78.7% |
| Value | Count | Frequency (%) | |
| 0 | 53 | 1.0% | |
| 1 | 70 | 1.4% | |
| 2 | 39 | 0.8% | |
| 3 | 38 | 0.7% | |
| 4 | 32 | 0.6% | |
| 5 | 30 | 0.6% | |
| 6 | 16 | 0.3% | |
| 7 | 19 | 0.4% | |
| 8 | 25 | 0.5% | |
| 9 | 11 | 0.2% |
| Value | Count | Frequency (%) | |
| 296128 | 1 | < 0.1% | |
| 242397 | 1 | < 0.1% | |
| 170200 | 1 | < 0.1% | |
| 166584 | 1 | < 0.1% | |
| 141380 | 1 | < 0.1% | |
| 129314 | 1 | < 0.1% | |
| 109737 | 1 | < 0.1% | |
| 89556 | 1 | < 0.1% | |
| 88217 | 1 | < 0.1% | |
| 78351 | 1 | < 0.1% |
| Distinct count | 1484 |
|---|---|
| Unique (%) | 81.0% |
| Missing | 3301 |
| Missing (%) | 64.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34390.09056192035 |
|---|---|
| Minimum | 0.0 |
| Maximum | 13200000.0 |
| Zeros | 14 |
| Zeros (%) | 0.3% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 39 |
| Q1 | 428 |
| median | 1204 |
| Q3 | 3356 |
| 95-th percentile | 91734.4 |
| Maximum | 13200000 |
| Range | 13200000 |
| Interquartile range (IQR) | 2928 |
Descriptive statistics
| Standard deviation | 343310.0899 |
|---|---|
| Coefficient of variation (CV) | 9.982820175 |
| Kurtosis | 1187.29101 |
| Mean | 34390.09056 |
| Median Absolute Deviation (MAD) | 983 |
| Skewness | 31.76561006 |
| Sum | 63037036 |
| Variance | 1.178618178e+11 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 14 | 0.3% | |
| 5 | 7 | 0.1% | |
| 7 | 6 | 0.1% | |
| 4 | 6 | 0.1% | |
| 9 | 6 | 0.1% | |
| 63 | 4 | 0.1% | |
| 18 | 4 | 0.1% | |
| 708 | 4 | 0.1% | |
| 539 | 4 | 0.1% | |
| 1 | 4 | 0.1% | |
| 150 | 4 | 0.1% | |
| 166 | 4 | 0.1% | |
| 464 | 4 | 0.1% | |
| 344 | 4 | 0.1% | |
| 435 | 4 | 0.1% | |
| 520 | 3 | 0.1% | |
| 1083 | 3 | 0.1% | |
| 259 | 3 | 0.1% | |
| 47 | 3 | 0.1% | |
| 727 | 3 | 0.1% | |
| 339 | 3 | 0.1% | |
| 1266 | 3 | 0.1% | |
| 284 | 3 | 0.1% | |
| 913 | 3 | 0.1% | |
| 578 | 3 | 0.1% | |
| Other values (1459) | 1724 | 33.6% | |
| (Missing) | 3301 | 64.3% |
| Value | Count | Frequency (%) | |
| 0 | 14 | 0.3% | |
| 1 | 4 | 0.1% | |
| 2 | 2 | < 0.1% | |
| 3 | 3 | 0.1% | |
| 4 | 6 | 0.1% | |
| 5 | 7 | 0.1% | |
| 7 | 6 | 0.1% | |
| 8 | 2 | < 0.1% | |
| 9 | 6 | 0.1% | |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 13200000 | 1 | < 0.1% | |
| 2643489 | 1 | < 0.1% | |
| 2555896 | 1 | < 0.1% | |
| 2377954 | 1 | < 0.1% | |
| 1930141 | 1 | < 0.1% | |
| 1650684 | 1 | < 0.1% | |
| 1286139 | 1 | < 0.1% | |
| 1235513 | 1 | < 0.1% | |
| 1203985 | 1 | < 0.1% | |
| 1153707 | 1 | < 0.1% |
| Distinct count | 145 |
|---|---|
| Unique (%) | 9.1% |
| Missing | 3535 |
| Missing (%) | 68.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.32270168855534 |
|---|---|
| Minimum | -6.0 |
| Maximum | 75908.0 |
| Zeros | 1296 |
| Zeros (%) | 25.2% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | -6 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 96.1 |
| Maximum | 75908 |
| Range | 75914 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1973.775048 |
|---|---|
| Coefficient of variation (CV) | 20.28072601 |
| Kurtosis | 1367.103292 |
| Mean | 97.32270169 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 35.95050739 |
| Sum | 155619 |
| Variance | 3895787.94 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1296 | 25.2% | |
| 1 | 54 | 1.1% | |
| 2 | 13 | 0.3% | |
| 3 | 12 | 0.2% | |
| 4 | 8 | 0.2% | |
| 7 | 6 | 0.1% | |
| 75 | 5 | 0.1% | |
| 10 | 5 | 0.1% | |
| 8 | 5 | 0.1% | |
| 16 | 4 | 0.1% | |
| 9 | 4 | 0.1% | |
| 26 | 3 | 0.1% | |
| 13 | 3 | 0.1% | |
| 45 | 3 | 0.1% | |
| 46 | 3 | 0.1% | |
| 143 | 3 | 0.1% | |
| 65 | 3 | 0.1% | |
| 83 | 3 | 0.1% | |
| 97 | 3 | 0.1% | |
| 24 | 3 | 0.1% | |
| 52 | 2 | < 0.1% | |
| 48 | 2 | < 0.1% | |
| 34 | 2 | < 0.1% | |
| 38 | 2 | < 0.1% | |
| 86 | 2 | < 0.1% | |
| Other values (120) | 150 | 2.9% | |
| (Missing) | 3535 | 68.9% |
| Value | Count | Frequency (%) | |
| -6 | 1 | < 0.1% | |
| -4 | 2 | < 0.1% | |
| -2 | 1 | < 0.1% | |
| -1 | 1 | < 0.1% | |
| 0 | 1296 | 25.2% | |
| 1 | 54 | 1.1% | |
| 2 | 13 | 0.3% | |
| 3 | 12 | 0.2% | |
| 4 | 8 | 0.2% | |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 75908 | 1 | < 0.1% | |
| 15654 | 1 | < 0.1% | |
| 9987 | 1 | < 0.1% | |
| 8595 | 1 | < 0.1% | |
| 4646 | 1 | < 0.1% | |
| 2594 | 1 | < 0.1% | |
| 2553 | 1 | < 0.1% | |
| 1721 | 1 | < 0.1% | |
| 1572 | 1 | < 0.1% | |
| 1562 | 1 | < 0.1% |
| Distinct count | 49 |
|---|---|
| Unique (%) | 8.4% |
| Missing | 4551 |
| Missing (%) | 88.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.39451114922813 |
|---|---|
| Minimum | 0.0 |
| Maximum | 3076.0 |
| Zeros | 419 |
| Zeros (%) | 8.2% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 31.9 |
| Maximum | 3076 |
| Range | 3076 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 133.9566611 |
|---|---|
| Coefficient of variation (CV) | 10.80774058 |
| Kurtosis | 473.3996079 |
| Mean | 12.39451115 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.97331424 |
| Sum | 7226 |
| Variance | 17944.38705 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 419 | 8.2% | |
| 1 | 40 | 0.8% | |
| 3 | 19 | 0.4% | |
| 2 | 17 | 0.3% | |
| 4 | 10 | 0.2% | |
| 5 | 9 | 0.2% | |
| 9 | 5 | 0.1% | |
| 7 | 5 | 0.1% | |
| 8 | 4 | 0.1% | |
| 6 | 4 | 0.1% | |
| 17 | 3 | 0.1% | |
| 12 | 3 | 0.1% | |
| 11 | 2 | < 0.1% | |
| 31 | 2 | < 0.1% | |
| 21 | 2 | < 0.1% | |
| 34 | 2 | < 0.1% | |
| 19 | 2 | < 0.1% | |
| 55 | 2 | < 0.1% | |
| 74 | 2 | < 0.1% | |
| 35 | 2 | < 0.1% | |
| 13 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 32 | 1 | < 0.1% | |
| Other values (24) | 24 | 0.5% | |
| (Missing) | 4551 | 88.6% |
| Value | Count | Frequency (%) | |
| 0 | 419 | 8.2% | |
| 1 | 40 | 0.8% | |
| 2 | 17 | 0.3% | |
| 3 | 19 | 0.4% | |
| 4 | 10 | 0.2% | |
| 5 | 9 | 0.2% | |
| 6 | 4 | 0.1% | |
| 7 | 5 | 0.1% | |
| 8 | 4 | 0.1% | |
| 9 | 5 | 0.1% |
| Value | Count | Frequency (%) | |
| 3076 | 1 | < 0.1% | |
| 679 | 1 | < 0.1% | |
| 493 | 1 | < 0.1% | |
| 354 | 1 | < 0.1% | |
| 331 | 1 | < 0.1% | |
| 171 | 1 | < 0.1% | |
| 109 | 1 | < 0.1% | |
| 106 | 1 | < 0.1% | |
| 105 | 1 | < 0.1% | |
| 82 | 1 | < 0.1% |
| Distinct count | 105 |
|---|---|
| Unique (%) | 41.5% |
| Missing | 4881 |
| Missing (%) | 95.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.68774703557312 |
|---|---|
| Minimum | 0.0 |
| Maximum | 11709.0 |
| Zeros | 86 |
| Zeros (%) | 1.7% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 68 |
| 95-th percentile | 435.8 |
| Maximum | 11709 |
| Range | 11709 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 948.5029314 |
|---|---|
| Coefficient of variation (CV) | 5.368243963 |
| Kurtosis | 98.10383865 |
| Mean | 176.687747 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 9.325382838 |
| Sum | 44702 |
| Variance | 899657.8108 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 86 | 1.7% | |
| 1 | 9 | 0.2% | |
| 3 | 7 | 0.1% | |
| 2 | 7 | 0.1% | |
| 17 | 5 | 0.1% | |
| 7 | 4 | 0.1% | |
| 9 | 3 | 0.1% | |
| 99 | 3 | 0.1% | |
| 69 | 3 | 0.1% | |
| 4 | 3 | 0.1% | |
| 6 | 3 | 0.1% | |
| 10 | 3 | 0.1% | |
| 40 | 3 | 0.1% | |
| 12 | 3 | 0.1% | |
| 25 | 3 | 0.1% | |
| 80 | 3 | 0.1% | |
| 39 | 3 | 0.1% | |
| 14 | 3 | 0.1% | |
| 19 | 2 | < 0.1% | |
| 16 | 2 | < 0.1% | |
| 68 | 2 | < 0.1% | |
| 36 | 2 | < 0.1% | |
| 65 | 2 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| Other values (80) | 85 | 1.7% | |
| (Missing) | 4881 | 95.1% |
| Value | Count | Frequency (%) | |
| 0 | 86 | 1.7% | |
| 1 | 9 | 0.2% | |
| 2 | 7 | 0.1% | |
| 3 | 7 | 0.1% | |
| 4 | 3 | 0.1% | |
| 5 | 1 | < 0.1% | |
| 6 | 3 | 0.1% | |
| 7 | 4 | 0.1% | |
| 8 | 2 | < 0.1% | |
| 9 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 11709 | 1 | < 0.1% | |
| 6088 | 1 | < 0.1% | |
| 5390 | 1 | < 0.1% | |
| 4884 | 1 | < 0.1% | |
| 1661 | 1 | < 0.1% | |
| 818 | 1 | < 0.1% | |
| 663 | 1 | < 0.1% | |
| 641 | 1 | < 0.1% | |
| 626 | 1 | < 0.1% | |
| 600 | 1 | < 0.1% |
| Distinct count | 111 |
|---|---|
| Unique (%) | 6.9% |
| Missing | 3514 |
| Missing (%) | 68.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -23.298148148148147 |
|---|---|
| Minimum | -25890.0 |
| Maximum | 353.0 |
| Zeros | 855 |
| Zeros (%) | 16.7% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | -25890 |
|---|---|
| 5-th percentile | -13 |
| Q1 | -1 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.05 |
| Maximum | 353 |
| Range | 26243 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 655.1291821 |
|---|---|
| Coefficient of variation (CV) | -28.11936717 |
| Kurtosis | 1505.274672 |
| Mean | -23.29814815 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -38.29243544 |
| Sum | -37743 |
| Variance | 429194.2452 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 855 | 16.7% | |
| -1 | 200 | 3.9% | |
| -2 | 106 | 2.1% | |
| 1 | 65 | 1.3% | |
| -3 | 63 | 1.2% | |
| -4 | 46 | 0.9% | |
| -5 | 26 | 0.5% | |
| -6 | 18 | 0.4% | |
| 2 | 17 | 0.3% | |
| -7 | 17 | 0.3% | |
| -8 | 15 | 0.3% | |
| 3 | 15 | 0.3% | |
| -9 | 11 | 0.2% | |
| 4 | 8 | 0.2% | |
| -22 | 7 | 0.1% | |
| -10 | 7 | 0.1% | |
| -12 | 6 | 0.1% | |
| -11 | 5 | 0.1% | |
| 28 | 5 | 0.1% | |
| 7 | 4 | 0.1% | |
| 6 | 4 | 0.1% | |
| 20 | 4 | 0.1% | |
| -13 | 4 | 0.1% | |
| 21 | 4 | 0.1% | |
| -15 | 3 | 0.1% | |
| Other values (86) | 105 | 2.0% | |
| (Missing) | 3514 | 68.4% |
| Value | Count | Frequency (%) | |
| -25890 | 1 | < 0.1% | |
| -4696 | 1 | < 0.1% | |
| -789 | 1 | < 0.1% | |
| -551 | 1 | < 0.1% | |
| -545 | 1 | < 0.1% | |
| -505 | 1 | < 0.1% | |
| -454 | 1 | < 0.1% | |
| -429 | 1 | < 0.1% | |
| -403 | 1 | < 0.1% | |
| -392 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 353 | 1 | < 0.1% | |
| 229 | 1 | < 0.1% | |
| 196 | 1 | < 0.1% | |
| 194 | 1 | < 0.1% | |
| 182 | 1 | < 0.1% | |
| 155 | 1 | < 0.1% | |
| 136 | 1 | < 0.1% | |
| 121 | 1 | < 0.1% | |
| 85 | 1 | < 0.1% | |
| 69 | 3 | 0.1% |
| Distinct count | 41 |
|---|---|
| Unique (%) | 7.0% |
| Missing | 4549 |
| Missing (%) | 88.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.9162393162393163 |
|---|---|
| Minimum | -807.0 |
| Maximum | 166.0 |
| Zeros | 425 |
| Zeros (%) | 8.3% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | -807 |
|---|---|
| 5-th percentile | -2 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 166 |
| Range | 973 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 43.18780459 |
|---|---|
| Coefficient of variation (CV) | -22.53779276 |
| Kurtosis | 261.1873301 |
| Mean | -1.916239316 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -15.20969692 |
| Sum | -1121 |
| Variance | 1865.186465 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 425 | 8.3% | |
| 1 | 46 | 0.9% | |
| -1 | 27 | 0.5% | |
| -2 | 14 | 0.3% | |
| 2 | 12 | 0.2% | |
| -4 | 7 | 0.1% | |
| 3 | 5 | 0.1% | |
| -3 | 4 | 0.1% | |
| 4 | 4 | 0.1% | |
| 5 | 3 | 0.1% | |
| 8 | 3 | 0.1% | |
| -18 | 2 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| -7 | 2 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| -5 | 2 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| -10 | 1 | < 0.1% | |
| 125 | 1 | < 0.1% | |
| -58 | 1 | < 0.1% | |
| -17 | 1 | < 0.1% | |
| 31 | 1 | < 0.1% | |
| -219 | 1 | < 0.1% | |
| 13 | 1 | < 0.1% | |
| -807 | 1 | < 0.1% | |
| Other values (16) | 16 | 0.3% | |
| (Missing) | 4549 | 88.6% |
| Value | Count | Frequency (%) | |
| -807 | 1 | < 0.1% | |
| -575 | 1 | < 0.1% | |
| -219 | 1 | < 0.1% | |
| -58 | 1 | < 0.1% | |
| -24 | 1 | < 0.1% | |
| -18 | 2 | < 0.1% | |
| -17 | 1 | < 0.1% | |
| -13 | 1 | < 0.1% | |
| -11 | 1 | < 0.1% | |
| -10 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 166 | 1 | < 0.1% | |
| 125 | 1 | < 0.1% | |
| 59 | 1 | < 0.1% | |
| 56 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 32 | 1 | < 0.1% | |
| 31 | 1 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% |
| Distinct count | 143 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 1948 |
| Missing (%) | 37.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.238848085373509 |
|---|---|
| Minimum | -193.71 |
| Maximum | 3985.57 |
| Zeros | 2121 |
| Zeros (%) | 41.3% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | -193.71 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.14 |
| 95-th percentile | 3.71 |
| Maximum | 3985.57 |
| Range | 4179.28 |
| Interquartile range (IQR) | 0.14 |
Descriptive statistics
| Standard deviation | 74.86834869 |
|---|---|
| Coefficient of variation (CV) | 23.11573335 |
| Kurtosis | 2526.273946 |
| Mean | 3.238848085 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 48.28546627 |
| Sum | 10318.97 |
| Variance | 5605.269636 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2121 | 41.3% | |
| 0.14 | 338 | 6.6% | |
| 0.29 | 144 | 2.8% | |
| 0.43 | 91 | 1.8% | |
| 0.57 | 69 | 1.3% | |
| 0.71 | 34 | 0.7% | |
| 0.86 | 21 | 0.4% | |
| 1.29 | 19 | 0.4% | |
| 1 | 19 | 0.4% | |
| 1.43 | 19 | 0.4% | |
| -0.14 | 18 | 0.4% | |
| 1.14 | 17 | 0.3% | |
| 1.86 | 15 | 0.3% | |
| 2.29 | 14 | 0.3% | |
| 1.57 | 12 | 0.2% | |
| 1.71 | 12 | 0.2% | |
| 2 | 9 | 0.2% | |
| 2.14 | 8 | 0.2% | |
| 5.43 | 7 | 0.1% | |
| 3.57 | 6 | 0.1% | |
| 2.71 | 5 | 0.1% | |
| 5.29 | 5 | 0.1% | |
| 2.43 | 5 | 0.1% | |
| 3.14 | 5 | 0.1% | |
| 7.43 | 4 | 0.1% | |
| Other values (118) | 169 | 3.3% | |
| (Missing) | 1948 | 37.9% |
| Value | Count | Frequency (%) | |
| -193.71 | 1 | < 0.1% | |
| -73.86 | 1 | < 0.1% | |
| -2.14 | 1 | < 0.1% | |
| -0.71 | 1 | < 0.1% | |
| -0.57 | 1 | < 0.1% | |
| -0.29 | 1 | < 0.1% | |
| -0.14 | 18 | 0.4% | |
| 0 | 2121 | 41.3% | |
| 0.13 | 1 | < 0.1% | |
| 0.14 | 338 | 6.6% |
| Value | Count | Frequency (%) | |
| 3985.57 | 1 | < 0.1% | |
| 966 | 1 | < 0.1% | |
| 667.57 | 1 | < 0.1% | |
| 488 | 1 | < 0.1% | |
| 267.57 | 1 | < 0.1% | |
| 216.29 | 1 | < 0.1% | |
| 176.57 | 1 | < 0.1% | |
| 160.86 | 1 | < 0.1% | |
| 157.86 | 1 | < 0.1% | |
| 153.71 | 1 | < 0.1% |
| Distinct count | 565 |
|---|---|
| Unique (%) | 11.1% |
| Missing | 48 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.38501179709005 |
|---|---|
| Minimum | -1557.0 |
| Maximum | 113467.29 |
| Zeros | 1169 |
| Zeros (%) | 22.8% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | -1557 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.14 |
| median | 0.57 |
| Q3 | 3 |
| 95-th percentile | 64.2875 |
| Maximum | 113467.29 |
| Range | 115024.29 |
| Interquartile range (IQR) | 2.86 |
Descriptive statistics
| Standard deviation | 1667.523248 |
|---|---|
| Coefficient of variation (CV) | 28.56081033 |
| Kurtosis | 4221.526498 |
| Mean | 58.3850118 |
| Median Absolute Deviation (MAD) | 0.57 |
| Skewness | 62.85280488 |
| Sum | 296946.17 |
| Variance | 2780633.784 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 1169 | 22.8% | |
| 0.14 | 511 | 10.0% | |
| 0.29 | 335 | 6.5% | |
| 0.43 | 244 | 4.8% | |
| 0.57 | 203 | 4.0% | |
| 0.71 | 179 | 3.5% | |
| 0.86 | 146 | 2.8% | |
| 1 | 132 | 2.6% | |
| 1.43 | 92 | 1.8% | |
| 1.29 | 91 | 1.8% | |
| 1.14 | 83 | 1.6% | |
| 1.71 | 82 | 1.6% | |
| 1.57 | 77 | 1.5% | |
| 2.29 | 67 | 1.3% | |
| 1.86 | 56 | 1.1% | |
| 2 | 53 | 1.0% | |
| -0.14 | 49 | 1.0% | |
| 2.14 | 49 | 1.0% | |
| 2.71 | 40 | 0.8% | |
| 3 | 31 | 0.6% | |
| 3.29 | 30 | 0.6% | |
| 3.14 | 30 | 0.6% | |
| 3.57 | 30 | 0.6% | |
| 2.57 | 28 | 0.5% | |
| 3.43 | 28 | 0.5% | |
| Other values (540) | 1251 | 24.4% | |
| (Missing) | 48 | 0.9% |
| Value | Count | Frequency (%) | |
| -1557 | 1 | < 0.1% | |
| -5.86 | 1 | < 0.1% | |
| -1.71 | 1 | < 0.1% | |
| -0.86 | 1 | < 0.1% | |
| -0.43 | 1 | < 0.1% | |
| -0.29 | 10 | 0.2% | |
| -0.14 | 49 | 1.0% | |
| 0 | 1169 | 22.8% | |
| 0.01 | 3 | 0.1% | |
| 0.04 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 113467.29 | 1 | < 0.1% | |
| 23954.71 | 1 | < 0.1% | |
| 19298.71 | 1 | < 0.1% | |
| 9698.86 | 1 | < 0.1% | |
| 8787.43 | 1 | < 0.1% | |
| 4559.86 | 1 | < 0.1% | |
| 4308.57 | 1 | < 0.1% | |
| 3544.57 | 1 | < 0.1% | |
| 3420.29 | 1 | < 0.1% | |
| 3253.71 | 1 | < 0.1% |
| Distinct count | 264 |
|---|---|
| Unique (%) | 24.5% |
| Missing | 4057 |
| Missing (%) | 79.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 147.45445682451253 |
|---|---|
| Minimum | -4.29 |
| Maximum | 86942.71 |
| Zeros | 306 |
| Zeros (%) | 6.0% |
| Memory size | 40.2 KiB |
Quantile statistics
| Minimum | -4.29 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.43 |
| Q3 | 6 |
| 95-th percentile | 145.026 |
| Maximum | 86942.71 |
| Range | 86947 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2698.228542 |
|---|---|
| Coefficient of variation (CV) | 18.29872491 |
| Kurtosis | 997.9610713 |
| Mean | 147.4544568 |
| Median Absolute Deviation (MAD) | 0.43 |
| Skewness | 31.09397052 |
| Sum | 158808.45 |
| Variance | 7280437.263 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 306 | 6.0% | |
| 0.14 | 137 | 2.7% | |
| 0.29 | 66 | 1.3% | |
| 0.43 | 41 | 0.8% | |
| 0.57 | 33 | 0.6% | |
| 0.86 | 25 | 0.5% | |
| 0.71 | 23 | 0.4% | |
| 1 | 20 | 0.4% | |
| 1.14 | 18 | 0.4% | |
| 1.29 | 13 | 0.3% | |
| 1.86 | 12 | 0.2% | |
| 2.14 | 11 | 0.2% | |
| 2.43 | 9 | 0.2% | |
| 1.57 | 9 | 0.2% | |
| 2 | 8 | 0.2% | |
| 3.86 | 7 | 0.1% | |
| 1.43 | 5 | 0.1% | |
| 1.71 | 5 | 0.1% | |
| 9.43 | 5 | 0.1% | |
| 4.29 | 5 | 0.1% | |
| 3.57 | 5 | 0.1% | |
| 4.43 | 4 | 0.1% | |
| 2.57 | 4 | 0.1% | |
| 17.43 | 4 | 0.1% | |
| 7.57 | 4 | 0.1% | |
| Other values (239) | 298 | 5.8% | |
| (Missing) | 4057 | 79.0% |
| Value | Count | Frequency (%) | |
| -4.29 | 1 | < 0.1% | |
| -3 | 1 | < 0.1% | |
| -0.14 | 3 | 0.1% | |
| 0 | 306 | 6.0% | |
| 0.14 | 137 | 2.7% | |
| 0.29 | 66 | 1.3% | |
| 0.43 | 41 | 0.8% | |
| 0.57 | 33 | 0.6% | |
| 0.71 | 23 | 0.4% | |
| 0.86 | 25 | 0.5% |
| Value | Count | Frequency (%) | |
| 86942.71 | 1 | < 0.1% | |
| 10355.71 | 1 | < 0.1% | |
| 7916 | 1 | < 0.1% | |
| 7807.71 | 1 | < 0.1% | |
| 4826.71 | 1 | < 0.1% | |
| 3066.86 | 1 | < 0.1% | |
| 2899.86 | 1 | < 0.1% | |
| 2558.43 | 1 | < 0.1% | |
| 1647.57 | 1 | < 0.1% | |
| 1637 | 1 | < 0.1% |
| Distinct count | 158 |
|---|---|
| Unique (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 40.2 KiB |
| http://www.dph.illinois.gov/ | 566 |
|---|---|
| https://www.scdhec.gov/ | 403 |
| https://www.mass.gov/ | 354 |
| https://www.dshs.state.tx.us/ | 236 |
| https://covid19.min-saude.pt/ | 168 |
| Other values (153) |
| Value | Count | Frequency (%) | |
| http://www.dph.illinois.gov/ | 566 | 11.0% | |
| https://www.scdhec.gov/ | 403 | 7.8% | |
| https://www.mass.gov/ | 354 | 6.9% | |
| https://www.dshs.state.tx.us/ | 236 | 4.6% | |
| https://covid19.min-saude.pt/ | 168 | 3.3% | |
| https://dph.georgia.gov/ | 160 | 3.1% | |
| http://www.vdh.virginia.gov/ | 134 | 2.6% | |
| https://govstatus.egov.com/ | 120 | 2.3% | |
| https://www.ecdc.europa.eu/ | 114 | 2.2% | |
| https://www.ncdhhs.gov/ | 101 | 2.0% | |
| https://health.mo.gov/ | 101 | 2.0% | |
| https://www.tn.gov/ | 96 | 1.9% | |
| http://dhhs.ne.gov/ | 94 | 1.8% | |
| https://coronavirus.in.gov/ | 92 | 1.8% | |
| https://coronavirus.ohio.gov/ | 89 | 1.7% | |
| https://www.coronavirus.kdheks.gov | 89 | 1.7% | |
| https://www.health.state.mn.us/ | 88 | 1.7% | |
| http://publichealth.lacounty.gov/ | 88 | 1.7% | |
| https://www.michigan.gov/ | 84 | 1.6% | |
| https://msdh.ms.gov/ | 83 | 1.6% | |
| https://xn--80aesfpebagmfblc0a.xn--p1ai/# | 82 | 1.6% | |
| https://www.healthy.arkansas.gov/ | 76 | 1.5% | |
| https://www.dhs.wisconsin.gov/ | 73 | 1.4% | |
| https://info.gesundheitsministerium.at/ | 71 | 1.4% | |
| https://www.health.pa.gov/ | 68 | 1.3% | |
| Other values (133) | 1504 | 29.3% |
Length
| Max length | 66 |
|---|---|
| Median length | 27 |
| Mean length | 26.30989482 |
| Min length | 16 |
Most occurring characters
| Value | Count | Frequency (%) | |
| / | 15226 | 11.3% | |
| t | 13047 | 9.7% | |
| . | 12237 | 9.1% | |
| h | 9833 | 7.3% | |
| s | 9306 | 6.9% | |
| w | 9263 | 6.9% | |
| o | 8172 | 6.0% | |
| p | 6687 | 5.0% | |
| v | 5651 | 4.2% | |
| : | 5134 | 3.8% | |
| g | 5048 | 3.7% | |
| i | 5008 | 3.7% | |
| a | 4726 | 3.5% | |
| d | 3595 | 2.7% | |
| c | 3181 | 2.4% | |
| n | 3150 | 2.3% | |
| e | 3118 | 2.3% | |
| l | 2673 | 2.0% | |
| r | 1987 | 1.5% | |
| u | 1849 | 1.4% | |
| m | 1769 | 1.3% | |
| - | 620 | 0.5% | |
| 1 | 542 | 0.4% | |
| 9 | 460 | 0.3% | |
| f | 416 | 0.3% | |
| Other values (21) | 2377 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 100069 | 74.1% | |
| Other Punctuation | 32679 | 24.2% | |
| Decimal Number | 1326 | 1.0% | |
| Dash Punctuation | 620 | 0.5% | |
| Uppercase Letter | 381 | 0.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| t | 13047 | 13.0% | |
| h | 9833 | 9.8% | |
| s | 9306 | 9.3% | |
| w | 9263 | 9.3% | |
| o | 8172 | 8.2% | |
| p | 6687 | 6.7% | |
| v | 5651 | 5.6% | |
| g | 5048 | 5.0% | |
| i | 5008 | 5.0% | |
| a | 4726 | 4.7% | |
| d | 3595 | 3.6% | |
| c | 3181 | 3.2% | |
| n | 3150 | 3.1% | |
| e | 3118 | 3.1% | |
| l | 2673 | 2.7% | |
| r | 1987 | 2.0% | |
| u | 1849 | 1.8% | |
| m | 1769 | 1.8% | |
| f | 416 | 0.4% | |
| b | 405 | 0.4% | |
| x | 401 | 0.4% | |
| k | 396 | 0.4% | |
| y | 298 | 0.3% | |
| z | 51 | 0.1% | |
| j | 24 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 15226 | 46.6% | |
| . | 12237 | 37.4% | |
| : | 5134 | 15.7% | |
| # | 82 | 0.3% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 542 | 40.9% | |
| 9 | 460 | 34.7% | |
| 0 | 201 | 15.2% | |
| 8 | 83 | 6.3% | |
| 2 | 38 | 2.9% | |
| 6 | 2 | 0.2% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 620 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| O | 113 | 29.7% | |
| C | 40 | 10.5% | |
| V | 39 | 10.2% | |
| I | 38 | 10.0% | |
| D | 38 | 10.0% | |
| H | 38 | 10.0% | |
| R | 37 | 9.7% | |
| A | 37 | 9.7% | |
| M | 1 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 100450 | 74.4% | |
| Common | 34625 | 25.6% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| t | 13047 | 13.0% | |
| h | 9833 | 9.8% | |
| s | 9306 | 9.3% | |
| w | 9263 | 9.2% | |
| o | 8172 | 8.1% | |
| p | 6687 | 6.7% | |
| v | 5651 | 5.6% | |
| g | 5048 | 5.0% | |
| i | 5008 | 5.0% | |
| a | 4726 | 4.7% | |
| d | 3595 | 3.6% | |
| c | 3181 | 3.2% | |
| n | 3150 | 3.1% | |
| e | 3118 | 3.1% | |
| l | 2673 | 2.7% | |
| r | 1987 | 2.0% | |
| u | 1849 | 1.8% | |
| m | 1769 | 1.8% | |
| f | 416 | 0.4% | |
| b | 405 | 0.4% | |
| x | 401 | 0.4% | |
| k | 396 | 0.4% | |
| y | 298 | 0.3% | |
| O | 113 | 0.1% | |
| z | 51 | 0.1% | |
| Other values (10) | 307 | 0.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| / | 15226 | 44.0% | |
| . | 12237 | 35.3% | |
| : | 5134 | 14.8% | |
| - | 620 | 1.8% | |
| 1 | 542 | 1.6% | |
| 9 | 460 | 1.3% | |
| 0 | 201 | 0.6% | |
| 8 | 83 | 0.2% | |
| # | 82 | 0.2% | |
| 2 | 38 | 0.1% | |
| 6 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 135075 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| / | 15226 | 11.3% | |
| t | 13047 | 9.7% | |
| . | 12237 | 9.1% | |
| h | 9833 | 7.3% | |
| s | 9306 | 6.9% | |
| w | 9263 | 6.9% | |
| o | 8172 | 6.0% | |
| p | 6687 | 5.0% | |
| v | 5651 | 4.2% | |
| : | 5134 | 3.8% | |
| g | 5048 | 3.7% | |
| i | 5008 | 3.7% | |
| a | 4726 | 3.5% | |
| d | 3595 | 2.7% | |
| c | 3181 | 2.4% | |
| n | 3150 | 2.3% | |
| e | 3118 | 2.3% | |
| l | 2673 | 2.0% | |
| r | 1987 | 1.5% | |
| u | 1849 | 1.4% | |
| m | 1769 | 1.3% | |
| - | 620 | 0.5% | |
| 1 | 542 | 0.4% | |
| 9 | 460 | 0.3% | |
| f | 416 | 0.3% | |
| Other values (21) | 2377 | 1.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| regionId | label | referenceDate | lastUpdatedDate | totalDeaths | totalConfirmedCases | totalRecoveredCases | totalTestedCases | numPositiveTests | numDeaths | numRecoveredCases | diffNumPositiveTests | diffNumDeaths | avgWeeklyDeaths | avgWeeklyConfirmedCases | avgWeeklyRecoveredCases | dataSource | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 29001,_Alcolu,_South_Carolina,_South_Carolina | 29001, Alcolu, South Carolina, South Carolina | 2020-06-09 | 2020-06-09T04:00:00.000Z | NaN | 12.0 | NaN | NaN | 0.0 | NaN | NaN | 0.0 | NaN | NaN | 0.00 | NaN | https://www.scdhec.gov/ |
| 1 | 29003,_Bamberg,_South_Carolina,_South_Carolina | 29003, Bamberg, South Carolina, South Carolina | 2020-06-09 | 2020-06-09T04:00:00.000Z | NaN | 12.0 | NaN | NaN | 0.0 | NaN | NaN | 0.0 | NaN | NaN | 0.43 | NaN | https://www.scdhec.gov/ |
| 2 | 29009,_Bethune,_South_Carolina,_South_Carolina | 29009, Bethune, South Carolina, South Carolina | 2020-06-09 | 2020-06-09T04:00:00.000Z | NaN | 11.0 | NaN | NaN | 0.0 | NaN | NaN | 0.0 | NaN | NaN | 0.29 | NaN | https://www.scdhec.gov/ |
| 3 | 29010,_Bishopville,_South_Carolina,_South_Carolina | 29010, Bishopville, South Carolina, South Carolina | 2020-06-09 | 2020-06-09T04:00:00.000Z | NaN | 197.0 | NaN | NaN | 0.0 | NaN | NaN | 0.0 | NaN | NaN | 0.57 | NaN | https://www.scdhec.gov/ |
| 4 | 29016,_Blythewood,_South_Carolina,_South_Carolina | 29016, Blythewood, South Carolina, South Carolina | 2020-06-09 | 2020-06-09T04:00:00.000Z | NaN | 81.0 | NaN | NaN | 0.0 | NaN | NaN | -3.0 | NaN | NaN | 1.57 | NaN | https://www.scdhec.gov/ |
| 5 | 29018,_Bowman,_South_Carolina,_South_Carolina | 29018, Bowman, South Carolina, South Carolina | 2020-06-09 | 2020-06-09T04:00:00.000Z | NaN | 6.0 | NaN | NaN | 0.0 | NaN | NaN | 0.0 | NaN | NaN | 0.14 | NaN | https://www.scdhec.gov/ |
| 6 | 29020,_Camden_station_(South_Carolina),_South_Carolina | 29020, Camden station (South Carolina), South Carolina | 2020-06-09 | 2020-06-09T04:00:00.000Z | NaN | 160.0 | NaN | NaN | 0.0 | NaN | NaN | 0.0 | NaN | NaN | 1.14 | NaN | https://www.scdhec.gov/ |
| 7 | 29030,_Cameron,_South_Carolina,_South_Carolina | 29030, Cameron, South Carolina, South Carolina | 2020-06-09 | 2020-06-09T04:00:00.000Z | NaN | 7.0 | NaN | NaN | 0.0 | NaN | NaN | -1.0 | NaN | NaN | 0.43 | NaN | https://www.scdhec.gov/ |
| 8 | 29031,_Carlisle,_South_Carolina,_South_Carolina | 29031, Carlisle, South Carolina, South Carolina | 2020-06-09 | 2020-06-09T04:00:00.000Z | NaN | 2.0 | NaN | NaN | 0.0 | NaN | NaN | 0.0 | NaN | NaN | 0.00 | NaN | https://www.scdhec.gov/ |
| 9 | 29033,_Cayce,_South_Carolina,_South_Carolina | 29033, Cayce, South Carolina, South Carolina | 2020-06-09 | 2020-06-09T04:00:00.000Z | NaN | 28.0 | NaN | NaN | 0.0 | NaN | NaN | -5.0 | NaN | NaN | 1.86 | NaN | https://www.scdhec.gov/ |
Last rows
| regionId | label | referenceDate | lastUpdatedDate | totalDeaths | totalConfirmedCases | totalRecoveredCases | totalTestedCases | numPositiveTests | numDeaths | numRecoveredCases | diffNumPositiveTests | diffNumDeaths | avgWeeklyDeaths | avgWeeklyConfirmedCases | avgWeeklyRecoveredCases | dataSource | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5124 | Yukon%E2%80%93Koyukuk_Census_Area,_Alaska | Yukon–Koyukuk Census Area, Alaska | 2020-06-09 | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | NaN | http://www.dhss.alaska.gov/ |
| 5125 | Yuma_County,_Arizona | Yuma County, Arizona | 2020-06-09 | 2020-06-09T15:00:00.000Z | 28.0 | 2378.0 | NaN | 17879.0 | 121.0 | 2.0 | 2.0 | -5.0 | 1.0 | 1.86 | 157.57 | NaN | https://azdhs.gov/ |
| 5126 | Yuma_County,_Colorado | Yuma County, Colorado | 2020-06-09 | NaN | NaN | 48.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.14 | NaN | https://covid19.colorado.gov/ |
| 5127 | Zabaykalsky_Krai | Zabaykalsky Krai | 2020-06-09 | 2020-06-09T07:35:00.000Z | 31.0 | 1634.0 | 942.0 | NaN | 83.0 | 2.0 | 80.0 | 3.0 | 0.0 | 1.43 | 67.00 | 52.29 | https://xn--80aesfpebagmfblc0a.xn--p1ai/# |
| 5128 | Zambia | Zambia | 2020-06-09 | 2020-06-09T11:41:20.000Z | 10.0 | 1200.0 | NaN | NaN | NaN | 3.0 | NaN | NaN | 3.0 | 0.43 | 15.86 | NaN | https://www.ecdc.europa.eu/ |
| 5129 | Zapata_County,_Texas | Zapata County, Texas | 2020-06-09 | NaN | 0.0 | 12.0 | 8.0 | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.29 | 0.14 | https://www.dshs.state.tx.us/ |
| 5130 | Zavala_County,_Texas | Zavala County, Texas | 2020-06-09 | NaN | 0.0 | 12.0 | 9.0 | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | 0.29 | https://www.dshs.state.tx.us/ |
| 5131 | Ziebach_County,_South_Dakota | Ziebach County, South Dakota | 2020-06-09 | 2020-06-09T17:00:00.000Z | 0.0 | 2.0 | 1.0 | 83.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.14 | 0.00 | https://doh.sd.gov/ |
| 5132 | Zimbabwe | Zimbabwe | 2020-06-09 | 2020-06-09T11:41:20.000Z | 4.0 | 287.0 | NaN | NaN | NaN | 0.0 | NaN | NaN | 0.0 | 0.00 | 12.00 | NaN | https://www.ecdc.europa.eu/ |
| 5133 | Zwettl_District | Zwettl District | 2020-06-09 | 2020-06-08T20:00:00.000Z | NaN | 73.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | NaN | https://info.gesundheitsministerium.at/ |